Course Details
Mathematics 5 (E)
Academic Year 2024/25
NAA024 course is part of 1 study plan
NPC-SIE Winter Semester 1st year
Course Guarantor
Institute
Language of instruction
Czech
Credits
4 credits
Semester
winter
Forms and criteria of assessment
course-unit credit and examination
Offered to foreign students
Not to offer
Course on BUT site
Lecture
13 weeks, 2 hours/week, elective
Syllabus
1. Parametric problems with one random sample.
2. Parametric problems with two random samples.
3. Non-parametric tests. Goodness-of-fit tests.
4. Analysis of relationships of quantitative variables.
5. Analysis of relationships of qualitative variables.
6. Multivariate data analysis.
7. Cluster analysis.
8. Regression analysis. Classical linear model.
9. Choice of a regression model. Nonlinear regression model.
10. Regression polynomial. General linear model.
11. Time series.
12. Decomposition of time series.
13. Analysis of variance.
Exercise
13 weeks, 1 hours/week, compulsory
Syllabus
1. Graphical methods of data files representation I.
2. Graphical methods of data files representation II.
3. Computational methods of data processing I.
4. Computational methods of data processing II.
5. Summary of survey analysis of one-dimensional populations.
6. Two-dimensional data files.
7. Linear regression.
8. Nonlinear regression.
9. Linear forecasting.
10. Multiple correlation and regression.
11. Time series.
12. Interpolation. Numeric differentiating.
13. Tests of hypotheses. Seminar evaluation.